conftrace_

visual reasoning

493 papers

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Also known as

VR

Co-occurring keywords

multimodal learning (4645) vision-language model (2348) visual question answering (1017) multimodal large language model (966) large language model (13587) benchmark evaluation (1556) vision language model (767) question answering (2963) multi-modal learning (1278) video understanding (1658)

Papers

EVEv2: Improved Baselines for Encoder-Free Vision-Language Models ICCV 2025
Expand VSR Benchmark for VLLM to Expertize in Spatial Rules AAAI 2025
MM-CRITIC: A Holistic Evaluation of Large Multimodal Models as Multimodal Critique EMNLP 2025
Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions EMNLP 2025
ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models CVPR 2025
Self-Correction is More than Refinement: A Learning Framework for Visual and Language Reasoning Tasks ACL 2025
MemeQA: Holistic Evaluation for Meme Understanding ACL 2025
How Do Multimodal Large Language Models Handle Complex Multimodal Reasoning? Placing Them in An Extensible Escape Game ICCV 2025
Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models ACL 2025
FinMMR: Make Financial Numerical Reasoning More Multimodal, Comprehensive, and Challenging ICCV 2025
Find and Perceive: Tell Visual Change with Fine-Grained Comparison IJCAI 2025
Corvid: Improving Multimodal Large Language Models Towards Chain-of-Thought Reasoning ICCV 2025
From Large Language Models to Large Action Models: Reasoning and Planning with Physical World Knowledge AAAI 2025
MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark ACL 2025
We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning? ACL 2025
BabyVLM: Data-Efficient Pretraining of VLMs Inspired by Infant Learning ICCV 2025
VTimeCoT: Thinking by Drawing for Video Temporal Grounding and Reasoning ICCV 2025
VideoAds for Fast-Paced Video Understanding ICCV 2025
CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models ICCV 2025
Enhance Multimodal Consistency and Coherence for Text-Image Plan Generation ACL 2025
Can you SPLICE it together? A Human Curated Benchmark for Probing Visual Reasoning in VLMs EMNLP 2025
VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search ACL 2025
A Domain-Independent Agent Architecture for Adaptive Operation in Evolving Open Worlds AAAI 2025
VisCRA: A Visual Chain Reasoning Attack for Jailbreaking Multimodal Large Language Models EMNLP 2025
Explicitly Guided Difficulty-Controllable Visual Question Generation AAAI 2025